daisy

Blockwise task scheduler for processing large volumetric data.

Daisy v2 is a Rust rewrite of the original daisy, with a focus on faster scheduling, deterministic block dependencies, and resumable runs via on-disk done markers. The Python API is built on a Rust core (daisy-core) exposed through PyO3 (daisy._daisy).

Upgrading from daisy 1.x? v2 is a deliberate breaking release. Several 1.x APIs have moved or been removed (daisy.persistence, daisy.Array, daisy.open_ds, daisy.prepare_ds). See CHANGELOG.md for the full list. If you depend on the 1.x surface, pin daisy<2.

Install

pip install daisy

Requires Python ≥ 3.11. Wheels for Linux (glibc + musl, x86_64/aarch64), macOS (x86_64/arm64), and Windows are built in CI (.github/workflows/publish.yaml) and published to PyPI on version tags; building from source needs a Rust toolchain.

Quick example

import daisy


def process(block):
    # do work on block.read_roi, write to block.write_roi
    print(f"processing {block.block_id}: {block.write_roi}")


task = daisy.Task(
    task_id="example",
    total_roi=daisy.Roi((0,), (1000,)),
    read_roi=daisy.Roi((0,), (10,)),
    write_roi=daisy.Roi((0,), (10,)),
    process_function=process,
    read_write_conflict=False,
    max_workers=4,
)

daisy.run_blockwise([task])

For larger end-to-end examples (mutex watershed, multi-task pipelines, JSON progress observers, stress tests), see examples/.

Concepts

A task declares a total_roi, a read_roi, and a write_roi. Daisy tiles the total ROI into blocks at the stride of the write ROI, and dispatches blocks subject to the dependency constraints implied by overlap between read and write ROIs (within a task and across upstream/downstream tasks).

A skip mask (Task(skip_mask=…)) is an array with one cell per block, nonzero meaning "skip this block this run"; a tracking path (Task(tracking_path=…)) persists which blocks completed so a rerun resumes. The two compose: done blocks stay done, masked blocks are reported as skipped but never recorded as done.

A block function receives one block at a time. A worker function takes zero arguments — daisy spawns one per worker slot, and the worker drives its own daisy.Client loop. Worker-function mode is the right choice when you have per-worker setup (model load, DB connection, mmap'd array) you want to amortise across many blocks.

Documentation

Full documentation (including executable tutorials and the design notes) is built with Sphinx + MyST-NB and published to GitHub Pages. To build locally:

uv sync --group docs
uv run sphinx-build -b html docs/source docs/_build/html

The design notes are also browsable directly under docs/source/design/:

ARCHITECTURE.md — system overview
SCHEDULER.md — dependency graph and ready surface
PROTOCOL.md — TCP wire format
DONE_MARKERS.md — on-disk persistence for resumable runs
RUN_STATS.md — per-worker and per-task statistics
WORKER_POOL_COORDINATION.md — resource budgets
WORKER_SHUTDOWN_FLOWS.md — shutdown sequencing
ABANDONMENT.md — typestate model for task lifecycle

License

MIT — see LICENSE.

Metadata

Release files for daisy 2.0.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for daisy 2.0.0
File	Size	Uploaded	Provenance
daisy-2.0.0.tar.gz	160.0 kB	Oct 21, 2026	Without provenance	Details

Built distributions (wheels)

Table of built distributions (wheels) for daisy 2.0.0
File	Interpreter	ABI	Platform	Reset
daisy-2.0.0-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl 1.4 MB Oct 21, 2026 Without provenance	PyPy 3.11	PyPy 3.11 7.3	Linux musl 1.2+ x86-64	Details
daisy-2.0.0-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl 1.4 MB Oct 21, 2026 Without provenance	PyPy 3.11	PyPy 3.11 7.3	Linux musl 1.2+ ARM64	Details
daisy-2.0.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.2 MB Oct 21, 2026 Without provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ x86-64	Details
daisy-2.0.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.2 MB Oct 21, 2026 Without provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ ARM64	Details
daisy-2.0.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.2 MB Oct 21, 2026 Without provenance	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ x86-64	Details
daisy-2.0.0-cp315-cp315-win_amd64.whl 966.2 kB Oct 21, 2026 Without provenance	CPython 3.15	CPython 3.15	Windows x86-64	Details
daisy-2.0.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.2 MB Oct 21, 2026 Without provenance	CPython 3.15	CPython 3.15	Linux glibc 2.17+ x86-64	Details
daisy-2.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl 1.4 MB Oct 21, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
daisy-2.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl 1.4 MB Oct 21, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARM64	Details
daisy-2.0.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.2 MB Oct 21, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ x86-64	Details
daisy-2.0.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.2 MB Oct 21, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64	Details
daisy-2.0.0-cp314-cp314-win_amd64.whl 966.3 kB Oct 21, 2026 Without provenance	CPython 3.14	CPython 3.14	Windows x86-64	Details
daisy-2.0.0-cp314-cp314-musllinux_1_2_x86_64.whl 1.4 MB Oct 21, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
daisy-2.0.0-cp314-cp314-musllinux_1_2_aarch64.whl 1.4 MB Oct 21, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
daisy-2.0.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.2 MB Oct 21, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64	Details
daisy-2.0.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.2 MB Oct 21, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64	Details
daisy-2.0.0-cp314-cp314-macosx_11_0_arm64.whl 1.1 MB Oct 21, 2026 Without provenance	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
daisy-2.0.0-cp314-cp314-macosx_10_12_x86_64.whl 1.1 MB Oct 21, 2026 Without provenance	CPython 3.14	CPython 3.14	macOS 10.12+ x86-64	Details
daisy-2.0.0-cp313-cp313-win_amd64.whl 966.7 kB Oct 21, 2026 Without provenance	CPython 3.13	CPython 3.13	Windows x86-64	Details
daisy-2.0.0-cp313-cp313-musllinux_1_2_x86_64.whl 1.4 MB Oct 21, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
daisy-2.0.0-cp313-cp313-musllinux_1_2_aarch64.whl 1.4 MB Oct 21, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
daisy-2.0.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.2 MB Oct 21, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
daisy-2.0.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.2 MB Oct 21, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details
daisy-2.0.0-cp313-cp313-macosx_11_0_arm64.whl 1.1 MB Oct 21, 2026 Without provenance	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
daisy-2.0.0-cp313-cp313-macosx_10_12_x86_64.whl 1.1 MB Oct 21, 2026 Without provenance	CPython 3.13	CPython 3.13	macOS 10.12+ x86-64	Details
daisy-2.0.0-cp312-cp312-win_amd64.whl 967.9 kB Oct 21, 2026 Without provenance	CPython 3.12	CPython 3.12	Windows x86-64	Details
daisy-2.0.0-cp312-cp312-musllinux_1_2_x86_64.whl 1.4 MB Oct 21, 2026 Without provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
daisy-2.0.0-cp312-cp312-musllinux_1_2_aarch64.whl 1.4 MB Oct 21, 2026 Without provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
daisy-2.0.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.2 MB Oct 21, 2026 Without provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
daisy-2.0.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.2 MB Oct 21, 2026 Without provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
daisy-2.0.0-cp312-cp312-macosx_11_0_arm64.whl 1.1 MB Oct 21, 2026 Without provenance	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
daisy-2.0.0-cp312-cp312-macosx_10_12_x86_64.whl 1.1 MB Oct 21, 2026 Without provenance	CPython 3.12	CPython 3.12	macOS 10.12+ x86-64	Details
daisy-2.0.0-cp311-cp311-win_amd64.whl 966.5 kB Oct 21, 2026 Without provenance	CPython 3.11	CPython 3.11	Windows x86-64	Details
daisy-2.0.0-cp311-cp311-musllinux_1_2_x86_64.whl 1.4 MB Oct 21, 2026 Without provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
daisy-2.0.0-cp311-cp311-musllinux_1_2_aarch64.whl 1.4 MB Oct 21, 2026 Without provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
daisy-2.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.2 MB Oct 21, 2026 Without provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
daisy-2.0.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.2 MB Oct 21, 2026 Without provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
daisy-2.0.0-cp311-cp311-macosx_11_0_arm64.whl 1.1 MB Oct 21, 2026 Without provenance	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
daisy-2.0.0-cp311-cp311-macosx_10_12_x86_64.whl 1.1 MB Oct 21, 2026 Without provenance	CPython 3.11	CPython 3.11	macOS 10.12+ x86-64	Details

Total release size: 47.8 MB

Release files / daisy-2.0.0.tar.gz

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Download URL	daisy-2.0.0-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl
Size	1.4 MB
Tags	Linux musl 1.2+ ARM64 PyPy 3.11 PyPy 3.11 7.3
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Release files / daisy-2.0.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	daisy-2.0.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.2 MB
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Release files / daisy-2.0.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	daisy-2.0.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.2 MB
Tags	Linux glibc 2.17+ ARM64 PyPy 3.11 PyPy 3.11 7.3
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Release files / daisy-2.0.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	daisy-2.0.0-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.2 MB
Tags	CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ x86-64
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Release files / daisy-2.0.0-cp315-cp315-win_amd64.whl

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Size	966.2 kB
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Release files / daisy-2.0.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	daisy-2.0.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.2 MB
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Release files / daisy-2.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl

Download URL	daisy-2.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl
Size	1.4 MB
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Release files / daisy-2.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl

Download URL	daisy-2.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl
Size	1.4 MB
Tags	CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64
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Download URL	daisy-2.0.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.2 MB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64
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Size	966.3 kB
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Release files / daisy-2.0.0-cp314-cp314-musllinux_1_2_x86_64.whl

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Release files / daisy-2.0.0-cp314-cp314-musllinux_1_2_aarch64.whl

Download URL	daisy-2.0.0-cp314-cp314-musllinux_1_2_aarch64.whl
Size	1.4 MB
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Release files / daisy-2.0.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	daisy-2.0.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.2 MB
Tags	CPython 3.14 Linux glibc 2.17+ x86-64
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Release files / daisy-2.0.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	daisy-2.0.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.2 MB
Tags	CPython 3.14 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`12f3a40ed6fb89f930b900d36f339a65bb06b95238de2ffbd59bf09bb73bdf99`
BLAKE2b-256 checksum How to use checksums	`9a2744370086e578288bf2614b5657b005317fc762c296ee79d10fce21c0ea25`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
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Release files / daisy-2.0.0-cp314-cp314-macosx_11_0_arm64.whl

Download URL	daisy-2.0.0-cp314-cp314-macosx_11_0_arm64.whl
Size	1.1 MB
Tags	CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`c0f6851977febebc7cd40c8d0b579a27ef424bf7019d6b8d400155e92710bdfc`
BLAKE2b-256 checksum How to use checksums	`0e8882aac31ea0588ac6c9dcd3c74fe414e042909c7a97f00bdf33588d72418e`
Upload date	Oct 21, 2026
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Release files / daisy-2.0.0-cp314-cp314-macosx_10_12_x86_64.whl

Download URL	daisy-2.0.0-cp314-cp314-macosx_10_12_x86_64.whl
Size	1.1 MB
Tags	CPython 3.14 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`497d74b756ac418debcc046b480ba7569adbc5c3455e6d0e458d88d3ac64fad8`
BLAKE2b-256 checksum How to use checksums	`2f7f0f59e4cb8aaac98a3f930eab4187e677f1b4f32accbd0acb383dc6a9ffbc`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp313-cp313-win_amd64.whl

Download URL	daisy-2.0.0-cp313-cp313-win_amd64.whl
Size	966.7 kB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`f22a7c81c3e34644ba5a31f9982f96b91cacf57c531b8d9e3e9e1e01e6aa37a6`
BLAKE2b-256 checksum How to use checksums	`c5497efea40995418fa0e3faac2948e35960553398e2f23cb8c39f36d510161f`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL	daisy-2.0.0-cp313-cp313-musllinux_1_2_x86_64.whl
Size	1.4 MB
Tags	CPython 3.13 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`8d875f0423456a0cc38f364548216662ec3ff13d9f212b457a0068c696f5045e`
BLAKE2b-256 checksum How to use checksums	`66cd82cdca266c47febd7030c7b218aee375627276d93836719376c64098e654`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp313-cp313-musllinux_1_2_aarch64.whl

Download URL	daisy-2.0.0-cp313-cp313-musllinux_1_2_aarch64.whl
Size	1.4 MB
Tags	CPython 3.13 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`2a372c642f9a9e620a2cc756cba6471e45fe6a11012ded2bed2f3c0dbf01e746`
BLAKE2b-256 checksum How to use checksums	`5a216e889843cc929be0b948cc7eaac0d401a460273bea2c514a0a7a97f4955c`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	daisy-2.0.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.2 MB
Tags	CPython 3.13 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`101af8f2b9b1d85ea79a0572c36ac6225130df008cb2570eddc187207fd83795`
BLAKE2b-256 checksum How to use checksums	`f5f405463b1b0f9ea5485907bc85c44b4ff6385dc6aa907472f5842ac673c411`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	daisy-2.0.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.2 MB
Tags	CPython 3.13 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`4f538475da74efbfa9eb7feeeaf765e3f1ffa58ebfe002d1665d6d1ee73c7796`
BLAKE2b-256 checksum How to use checksums	`3da286a0629400e71c923f3872a019a62672fe845e176fae80a76d5e5dcce529`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp313-cp313-macosx_11_0_arm64.whl

Download URL	daisy-2.0.0-cp313-cp313-macosx_11_0_arm64.whl
Size	1.1 MB
Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`4f42e8d2dc6b2c1a3584df5e1e43860229a5ee469e3eac9f5068102289da5a94`
BLAKE2b-256 checksum How to use checksums	`75d3335597322a4675c1ad7a552f3eedbd26766b61bcac334f996618546d694b`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp313-cp313-macosx_10_12_x86_64.whl

Download URL	daisy-2.0.0-cp313-cp313-macosx_10_12_x86_64.whl
Size	1.1 MB
Tags	CPython 3.13 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`defa2b51bfd7aab2494cccbabafa63f66744743e92f3e84629e1ac2dd32c920c`
BLAKE2b-256 checksum How to use checksums	`eeef90816959c6712f70aa9fcf71955e9b210643181ffaee7400317be2c5e1d9`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp312-cp312-win_amd64.whl

Download URL	daisy-2.0.0-cp312-cp312-win_amd64.whl
Size	967.9 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`84115d476962937103fd36212ab55ceb7af75a0d3bfd7dc4d4c1d8009dbaa65e`
BLAKE2b-256 checksum How to use checksums	`50c6e2c8334264a669b4a77d4dc203c578c3fd6d1e7a80d1f1ad3238e79b00a3`
Upload date	Oct 21, 2026
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Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL	daisy-2.0.0-cp312-cp312-musllinux_1_2_x86_64.whl
Size	1.4 MB
Tags	CPython 3.12 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`320c9ba542b517dc6128b6a7ca1c1ad0ffb0f964e102c28169ac17a38ba00bb7`
BLAKE2b-256 checksum How to use checksums	`eee73dbf4904f8fcee3702029c9d7ddcb9671929d2232bf71a5e1220e30fb459`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp312-cp312-musllinux_1_2_aarch64.whl

Download URL	daisy-2.0.0-cp312-cp312-musllinux_1_2_aarch64.whl
Size	1.4 MB
Tags	CPython 3.12 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`523af5b56da289db8743f9d4106a78991595b7c48154a134be66a2900bbbd53b`
BLAKE2b-256 checksum How to use checksums	`a4ef86c49c63176650f79431e003bcc72a8f3f9a35c00b7bcb6bf35418a36172`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	daisy-2.0.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.2 MB
Tags	CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`061ce78ef036dbe03dc09b1a557d982a72db1beee7e1cfd69e21e18a128cac75`
BLAKE2b-256 checksum How to use checksums	`075be529e6f6e2e7fafb082b5db6e21ad08f97625ad37fc3c0a40f0f4efbb15a`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	daisy-2.0.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.2 MB
Tags	CPython 3.12 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`482bf7576632231a1a7a500e8071b87fe53bfe62bad3f0bf352ee23f9162dc61`
BLAKE2b-256 checksum How to use checksums	`80db351c4832c594d97ec514af4256a51229f4450fe2f68687e231aaaae86669`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp312-cp312-macosx_11_0_arm64.whl

Download URL	daisy-2.0.0-cp312-cp312-macosx_11_0_arm64.whl
Size	1.1 MB
Tags	CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`08ee3fb839acaac15a48362dfb08fe3a980090e084aa0ae799b9e030c76ea0c5`
BLAKE2b-256 checksum How to use checksums	`dfb16d5c87f00f815fd7a141869ed47e22e657a74f0c32c0c94b41f7f57199ee`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp312-cp312-macosx_10_12_x86_64.whl

Download URL	daisy-2.0.0-cp312-cp312-macosx_10_12_x86_64.whl
Size	1.1 MB
Tags	CPython 3.12 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`8a98b9be4c96182507f91a291391246dd43e34d1abdead3cbe4dc23924fa56b2`
BLAKE2b-256 checksum How to use checksums	`b943d304fd97a64b5ceb786c2d4baceb9930d1de4bccbbdfa24adbad0a1202df`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp311-cp311-win_amd64.whl

Download URL	daisy-2.0.0-cp311-cp311-win_amd64.whl
Size	966.5 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`7f7842e1b367900d1d168197b1d5ba44a95430948ceea026afc9cfffa03e97fc`
BLAKE2b-256 checksum How to use checksums	`45b56070679119e6c201249b56184e7e4d0302059dfe6a7c829f5c43122eca0f`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL	daisy-2.0.0-cp311-cp311-musllinux_1_2_x86_64.whl
Size	1.4 MB
Tags	CPython 3.11 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`3886c7d245b71aa660bce237528e8ba53626d0306c76fe212012236c42619507`
BLAKE2b-256 checksum How to use checksums	`1b91d8d4b93075dd8245d4e1eb75aafa78483ac7e0397bb858696ef490d33920`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp311-cp311-musllinux_1_2_aarch64.whl

Download URL	daisy-2.0.0-cp311-cp311-musllinux_1_2_aarch64.whl
Size	1.4 MB
Tags	CPython 3.11 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`ed2b2267e4d59f61fc8837a163753c3c2a2dc8ada3a678967bb095c99b400085`
BLAKE2b-256 checksum How to use checksums	`9810e0d3df68a4ca49c3523e8f81e683984049e31d66476a334e292f24304644`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	daisy-2.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.2 MB
Tags	CPython 3.11 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`c1a38823315a327efed5e385dc3686cd812099db7629baa76eb0f6ccd91eba9e`
BLAKE2b-256 checksum How to use checksums	`11cfbc185adb1f0d008929c36a905fa0246df1619ec76e5fa5fe6b0a7308c285`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	daisy-2.0.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.2 MB
Tags	CPython 3.11 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`e2e4234ebf9d9c4715b8fcccc44bec1270e747d3b1a741cbd1093931b7858ff3`
BLAKE2b-256 checksum How to use checksums	`de04869ec9c5a85ea6da6cf9303347dab703407fd335ce93d16133aa79640073`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp311-cp311-macosx_11_0_arm64.whl

Download URL	daisy-2.0.0-cp311-cp311-macosx_11_0_arm64.whl
Size	1.1 MB
Tags	CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`ceec84a3eecea38ff15395c94c48bd637f7f54f3c3d496db035dbcc285002d7a`
BLAKE2b-256 checksum How to use checksums	`44638a7da1c8c6c59920d7b7111045310ad0e1df6fa647ed30ab0ac61f0a3444`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

Release files / daisy-2.0.0-cp311-cp311-macosx_10_12_x86_64.whl

Download URL	daisy-2.0.0-cp311-cp311-macosx_10_12_x86_64.whl
Size	1.1 MB
Tags	CPython 3.11 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`2a1e1a90402f8282b57cb90051d3e2b8b9a613742107dd3c4ee378b825fce0d3`
BLAKE2b-256 checksum How to use checksums	`f0df1a60c857bfe1ca6f4f84b1e8a96e1415544c76932144b32c6c82e8fb3b9c`
Upload date	Oct 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.15.0`

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Release history Release notifications | RSS feed

This release

2.0.0 This release

Oct 21, 2026 40 release files No provenance

1.2.3

Oct 21, 2026 2 release files No provenance

1.2.2

Oct 28, 2024 2 release files No provenance

1.2.1

Oct 25, 2024 2 release files No provenance

1.2.0

Aug 31, 2024 2 release files No provenance

1.1.1

May 9, 2024 2 release files No provenance

1.1

Mar 18, 2024 2 release files No provenance

1.0

Feb 15, 2023 2 release files No provenance

0.2.1

Aug 17, 2019 1 release file No provenance

daisy 2.0.0